Enhancing manufacturing operations with synthetic data: a systematic framework for data generation, accuracy, and utility

Addressing the challenges of data scarcity and privacy, synthetic data generation offers an innovative solution that advances manufacturing assembly operations and data analytics. Serving as a viable alternative, it enables manufacturers to leverage a broader and more diverse range of machine learni...

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Bibliographic Details
Main Authors: Vishnupriya Buggineni, Cheng Chen, Jaime Camelio
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Manufacturing Technology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmtec.2024.1320166/full